Stable Diffusion with Diffusers
Orchestra-Research/AI-Research-SKILLs
Generates and edits images with Stable Diffusion through Hugging Face Diffusers, covering text-to-image, image-to-image, inpainting, SDXL and custom pipelines.
Geracao de imagens via Stability AI (SD3.5, Ultra, Core). An agent skill from sickn33/agentic-awesome-skills.
Install Stability AI
$ npx skills add sickn33/agentic-awesome-skills --skill stability-ai -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sickn33/agentic-awesome-skills stability-ai --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/stability-ai .claude/skills/stability-ai && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "stability-ai" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/stability-ai into .claude/skills/stability-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stability-ai", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/stability-aiType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sickn33/agentic-awesome-skills --skill stability-ai -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sickn33/agentic-awesome-skills stability-ai --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/stability-ai .agents/skills/stability-ai && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "stability-ai" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/stability-ai into .agents/skills/stability-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stability-ai", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sickn33/agentic-awesome-skills --skill stability-ai -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sickn33/agentic-awesome-skills stability-ai --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/stability-ai .cursor/skills/stability-ai && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "stability-ai" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/stability-ai into .cursor/skills/stability-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stability-ai", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sickn33/agentic-awesome-skills.git --path skills/stability-ai--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sickn33/agentic-awesome-skills --skill stability-ai -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sickn33/agentic-awesome-skills stability-ai --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/stability-ai .gemini/skills/stability-ai && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "stability-ai" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/stability-ai into .gemini/skills/stability-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stability-ai", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sickn33/agentic-awesome-skills stability-aiInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sickn33/agentic-awesome-skills --skill stability-ai -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/stability-ai .github/skills/stability-ai && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "stability-ai" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/stability-ai into .github/skills/stability-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stability-ai", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sickn33/agentic-awesome-skills --skill stability-ai -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sickn33/agentic-awesome-skills stability-ai --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/stability-ai .opencode/skills/stability-ai && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "stability-ai" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/stability-ai into .opencode/skills/stability-ai/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stability-ai", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
stability-ai- GitHub stars
- 47k
- Used in
- 2 other repos
- Token cost
- ~2k tokens
- SKILL.md length
- 705 words
- Files
- 8 (incl. scripts, references)
- Skills in repo
- 1,493
- Repo updated
- First seen
- Licence
- MIT
At a glance
Geracao de imagens via Stability AI (SD3.5, Ultra, Core). An agent skill from sickn33/agentic-awesome-skills.
- Works in 5 steps: Modos De Operacao → Exemplos De Uso → Aspect Ratios → …
- Tasks that involve Image editing
- SKILL.md covers Overview, When to Use This Skill, Do Not Use This Skill When and How It Works, plus 14 more sections
- Runs Python scripts from its folder; calls python and pip; needs STABILITY_API_KEY
What it does
Stability AI is an agent skill from sickn33/agentic-awesome-skills. Geracao de imagens via Stability AI (SD3.5, Ultra, Core). Text-to-image, img2img, inpainting, upscale, remove-bg, search-replace. 15 estilos artisticos.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `references/api-reference.md`, `references/prompt-engineering.md` and `references/setup-guide.md`).
It sits in Media & Creative, covering Image editing and Image generation. It works with Stable Diffusion. The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.
When your agent uses it
- Tasks that involve Image editing
- Tasks that involve Image generation
Example prompts
- “/stability-ai”
Requirements
- Python 3
- A credential in STABILITY_API_KEY
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 680176d. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 4 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonpip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
STABILITY_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Stability AI loads about 2k tokens when it runs, and up to ~6.1k if it reads all its reference files. Until then it costs about 41 tokens; SKILL.md has 705 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:67
3. Colar no `.env`: `STABILITY_API_KEY=sk-sua-chave-aqui`
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from sickn33/agentic-awesome-skills at commit 680176d, republished under its MIT licence (© sickn33). 705 words, ~2,032 tokens.
Download SKILL.mdSave it as
.claude/skills/stability-ai/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.- name
- stability-ai
- description
- Geracao de imagens via Stability AI (SD3.5, Ultra, Core). Text-to-image, img2img, inpainting, upscale, remove-bg, search-replace. 15 estilos artisticos.
- risk
- safe
- source
- community
- date_added
- 2026-03-06
- author
- renat
- tags
- image-generation, stable-diffusion, ai-art, api
- tools
- claude-code, antigravity, cursor, gemini-cli, codex-cli
Stability AI — Gerador de Imagens Profissional
Overview
Geracao de imagens via Stability AI (SD3.5, Ultra, Core). Text-to-image, img2img, inpainting, upscale, remove-bg, search-replace. 15 estilos artisticos.
When to Use This Skill
- When the user mentions "stability ai" or related topics
- When the user mentions "stable diffusion" or related topics
- When the user mentions "sd3.5" or related topics
- When the user mentions "gerar arte" or related topics
- When the user mentions "gerar ilustracao" or related topics
- When the user mentions "image to image" or related topics
Do Not Use This Skill When
- The task is unrelated to stability ai
- A simpler, more specific tool can handle the request
- The user needs general-purpose assistance without domain expertise
How It Works
Skill para gerar imagens artisticas e fotorrealistas usando a Stability AI API. Gratuito com Community License (sem limite para uso pessoal/pequenas empresas).
Quando Usar Esta Skill Vs Ai-Studio-Image
| Cenario | Skill recomendada |
|---|---|
| Foto humanizada para Instagram/redes sociais | ai-studio-image |
| Arte digital, ilustracao, concept art | stability-ai |
| Foto com camera de celular (realismo casual) | ai-studio-image |
| Fotorrealismo cinematografico (8K, detalhado) | stability-ai |
| Material educacional com visual profissional | ai-studio-image |
| Poster, wallpaper, book cover, game asset | stability-ai |
| Inpainting (editar parte de uma imagem) | stability-ai |
| Upscale (aumentar resolucao) | stability-ai |
| Remover fundo de imagem | stability-ai |
| Search & Replace (trocar objeto em imagem) | stability-ai |
| Apagar elemento de uma imagem | stability-ai |
Setup Rapido
- Criar conta em platform.stability.ai (gratuito)
- Copiar API Key do dashboard
- Colar no
.env:STABILITY_API_KEY=sk-sua-chave-aqui pip install -r scripts/requirements.txt
Detalhes completos em references/setup-guide.md.
1. Modos De Operacao
| Comando | O que faz | Endpoint |
|---|---|---|
--mode generate | Texto para imagem (SD3.5) | /generate/sd3 |
--mode ultra | Texto para imagem premium | /generate/ultra |
--mode core | Texto para imagem rapido | /generate/core |
--mode img2img | Imagem + texto para nova imagem | /generate/sd3 |
--mode upscale | Aumentar resolucao (conservativo) | /upscale/conservative |
--mode upscale-creative | Aumentar resolucao com detalhes | /upscale/creative |
--mode remove-bg | Remover fundo (PNG transparente) | /edit/remove-background |
--mode inpaint | Editar parte da imagem (mascara) | /edit/inpaint |
--mode search-replace | Trocar objeto por descricao | /edit/search-and-replace |
--mode erase | Apagar parte da imagem | /edit/erase |
2. Exemplos De Uso
## Geracao Basica (Sd 3.5 Large)
python scripts/generate.py --prompt "a serene mountain landscape at sunset" --mode generate
## Qualidade Maxima (Ultra)
python scripts/generate.py --prompt "cinematic portrait, dramatic lighting" --mode ultra --aspect-ratio 16:9
## Rapido Para Iteracao (Core)
python scripts/generate.py --prompt "cute cat ninja" --mode core --style anime
## Image-To-Image
python scripts/generate.py --prompt "watercolor style" --mode img2img --image foto.jpg --strength 0.7
## Upscale Conservativo
python scripts/generate.py --prompt "landscape photo" --mode upscale --image foto_pequena.jpg
## Remover Fundo
python scripts/generate.py --mode remove-bg --image produto.jpg
## Inpainting Com Mascara
python scripts/generate.py --prompt "red roses" --mode inpaint --image jardim.jpg --mask mascara.png
## Search & Replace
python scripts/generate.py --prompt "a golden retriever" --mode search-replace --image parque.jpg --search "the cat"
## Apagar Objeto
python scripts/generate.py --mode erase --image foto.jpg --mask area.png
## Listar Modelos
python scripts/generate.py --list-models
## Listar Estilos
python scripts/generate.py --list-styles
## Analisar Prompt (Sugestoes Automaticas)
python scripts/generate.py --prompt "anime warrior girl, widescreen" --analyze --json3. Aspect Ratios
| Nome | Ratio | Aliases | Uso tipico |
|---|---|---|---|
| square | 1:1 | ig, instagram, quadrado | Feed Instagram |
| portrait | 2:3 | retrato, pinterest | Retrato, poster |
| landscape | 3:2 | paisagem, horizontal | Paisagem, banner |
| photo | 4:5 | ig-feed | Instagram feed otimizado |
| wide | 16:9 | widescreen, youtube, cinema, wallpaper | Cinema, YT |
| ultrawide | 21:9 | — | Monitor ultrawide |
| stories | 9:16 | vertical, tiktok, ig-stories | Stories, Reels |
| phone | 9:21 | — | Wallpaper celular |
Show full SKILL.md (322 more words)Show less
4. Estilos (15 Presets)
Cada estilo adiciona qualificadores automaticamente ao prompt:
| Estilo | Descricao | Ideal para |
|---|---|---|
| photorealistic | Fotorrealismo cinematografico | Retratos, cenas |
| anime | Anime/Manga japones | Personagens, cenas |
| digital-art | Arte digital detalhada | Ilustracoes gerais |
| oil-painting | Pintura a oleo classica | Arte classica |
| watercolor | Aquarela fluida | Arte delicada |
| pixel-art | Pixel art retro 8/16-bit | Games retro |
| 3d-render | Render 3D fotorrealista | Produtos, cenas 3D |
| concept-art | Concept art profissional | Games, filmes |
| comic | Comics/HQ estilizado | Quadrinhos |
| minimalist | Minimalista limpo | Design, logos |
| fantasy | Fantasy art epico | RPG, medieval |
| sci-fi | Sci-fi futurista | Cyberpunk, espaco |
| sketch | Desenho a lapis/carvao | Estudos, rascunhos |
| pop-art | Pop art vibrante | Arte moderna |
| noir | Film noir dramatico | Atmosfera sombria |
5. Output
Imagens salvas em data/outputs/ com naming: {mode}_{style}_{timestamp}_{index}.png
Metadados salvos em .meta.json com: prompt original, prompt final, modelo, aspect ratio, seed, tempo, tamanho.
Integracao Com Outras Skills
- ai-studio-image: Complementar — Stability AI para arte, Gemini para fotos humanizadas
- instagram: Gerar arte → publicar no Instagram
- telegram: Gerar imagem → enviar via bot
Rate Limits & Seguranca
- Community License: 150 requests/10 segundos
- Limite diario: 100 imagens/dia (configuravel via
SAFETY_MAX_IMAGES_PER_DAY) - Retry automatico com backoff exponencial em caso de 429
- Fallback de API keys (primaria + backups)
Referencia De Arquivos
| Arquivo | Quando consultar |
|---|---|
references/setup-guide.md | Setup inicial, API key, troubleshooting |
references/prompt-engineering.md | Tecnicas avancadas de prompt |
references/api-reference.md | Endpoints, parametros, respostas, erros |
Best Practices
- Provide clear, specific context about your project and requirements
- Review all suggestions before applying them to production code
- Combine with other complementary skills for comprehensive analysis
Common Pitfalls
- Using this skill for tasks outside its domain expertise
- Applying recommendations without understanding your specific context
- Not providing enough project context for accurate analysis
Related Skills
ai-studio-image- Complementary skill for enhanced analysiscomfyui-gateway- Complementary skill for enhanced analysisimage-studio- Complementary skill for enhanced analysis
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
© sickn33, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 7 other files (scripts, references) in skills/stability-ai of sickn33/agentic-awesome-skills.
- SKILL.md
- references/api-reference.md
- references/prompt-engineering.md
- references/setup-guide.md
- scripts/config.py
- scripts/generate.py
- scripts/requirements.txt
- scripts/styles.py
Open the folder on GitHubat commit 680176d
Used in 2 other repositories
We found 11 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 9, 2026.
Compare with similar skills
Stability AI next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Stability AI this skillsickn33/agentic-awesome-skills | 47k | 2 repos | ~2k | Automated safety check: Notes | MIT | |
| Stable Diffusion with DiffusersOrchestra-Research/AI-Research-SKILLs | 13k | 5 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Stability AIdiegosouzapw/awesome-omni-skills | 159 | — | ~4.1k | Automated safety check: Notes | MIT | |
| Imageguaardvark/guaardvark | 257 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Fal AIhoodini/ai-agents-skills | 282 | — | ~2.1k | Automated safety check: Notes | None | |
| Workflow Template BuilderMooshieblob1/MooshieUI | 207 | — | ~640 | Automated safety check: Pass | AGPL-3.0 |
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Works with
Categories
Questions about Stability AI
What does Stability AI do?
Geracao de imagens via Stability AI (SD3.5, Ultra, Core). An agent skill from sickn33/agentic-awesome-skills. Stability AI is an agent skill from sickn33/agentic-awesome-skills.5, Ultra, Core).
When should I use Stability AI?
Stability AI fits situations like: tasks that involve Image editing; tasks that involve Image generation.
How do I install Stability AI in Claude Code?
Run `npx skills add sickn33/agentic-awesome-skills --skill stability-ai -a claude-code`. Or copy the skill folder (skills/stability-ai in sickn33/agentic-awesome-skills) into .claude/skills/stability-ai in your project. Claude Code loads it when a task matches its description.
How do I install Stability AI in Codex?
Run `npx skills add sickn33/agentic-awesome-skills --skill stability-ai -a codex`. Or copy the skill folder (skills/stability-ai in sickn33/agentic-awesome-skills) into .agents/skills/stability-ai in your project. Codex loads it when a task matches its description.
Can I use Stability AI in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sickn33/agentic-awesome-skills --skill stability-ai -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/stability-ai, .gemini/skills/stability-ai, .github/skills/stability-ai and .opencode/skills/stability-ai in your project.
What does Stability AI need to run?
Going by SKILL.md and its folder, Stability AI needs Python for the scripts in its folder, the command-line tools its instructions call (python and pip) and credentials named STABILITY_API_KEY. Our summary lists: Python 3; A credential in STABILITY_API_KEY.
Does Stability AI access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Stability AI safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Stability AI use?
Stability AI is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Stability AI use?
About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.1k tokens, read only when the agent opens those files.
What are the alternatives to Stability AI?
Skills that share tags, products or a category with Stability AI: Stable Diffusion with Diffusers (Orchestra-Research/AI-Research-SKILLs, 13k stars), Stability AI (diegosouzapw/awesome-omni-skills, 159 stars), Image (guaardvark/guaardvark, 257 stars) and Fal AI (hoodini/ai-agents-skills, 282 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Stability AI?
sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,379 GitHub stars. The repository holds 1,493 skills in this directory. The repository was last updated on October 9, 2026.
Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.